The cost and management of different types of clinical mastitis in dairy cows estimated by dynamic programming
The objective of this study was to estimate the cost of 3 different types of clinical mastitis (CM) (caused by gram-positive bacteria, gram-negative bacteria, and other organisms) at the individual cow level and thereby identify the economically optimal management decision for each type of mastitis....
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Veröffentlicht in: | Journal of dairy science 2011-09, Vol.94 (9), p.4476-4487 |
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description | The objective of this study was to estimate the cost of 3 different types of clinical mastitis (CM) (caused by gram-positive bacteria, gram-negative bacteria, and other organisms) at the individual cow level and thereby identify the economically optimal management decision for each type of mastitis. We made modifications to an existing dynamic optimization and simulation model, studying the effects of various factors (incidence of CM, milk loss, pregnancy rate, and treatment cost) on the cost of different types of CM. The average costs per case (US$) of gram-positive, gram-negative, and other CM were $133.73, $211.03, and $95.31, respectively. This model provided a more informed decision-making process in CM management for optimal economic profitability and determined that 93.1% of gram-positive CM cases, 93.1% of gram-negative CM cases, and 94.6% of other CM cases should be treated. The main contributor to the total cost per case was treatment cost for gram-positive CM (51.5% of the total cost per case), milk loss for gram-negative CM (72.4%), and treatment cost for other CM (49.2%). The model affords versatility as it allows for parameters such as production costs, economic values, and disease frequencies to be altered. Therefore, cost estimates are the direct outcome of the farm-specific parameters entered into the model. Thus, this model can provide farmers economically optimal guidelines specific to their individual cows suffering from different types of CM. |
doi_str_mv | 10.3168/jds.2010-4123 |
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We made modifications to an existing dynamic optimization and simulation model, studying the effects of various factors (incidence of CM, milk loss, pregnancy rate, and treatment cost) on the cost of different types of CM. The average costs per case (US$) of gram-positive, gram-negative, and other CM were $133.73, $211.03, and $95.31, respectively. This model provided a more informed decision-making process in CM management for optimal economic profitability and determined that 93.1% of gram-positive CM cases, 93.1% of gram-negative CM cases, and 94.6% of other CM cases should be treated. The main contributor to the total cost per case was treatment cost for gram-positive CM (51.5% of the total cost per case), milk loss for gram-negative CM (72.4%), and treatment cost for other CM (49.2%). The model affords versatility as it allows for parameters such as production costs, economic values, and disease frequencies to be altered. Therefore, cost estimates are the direct outcome of the farm-specific parameters entered into the model. Thus, this model can provide farmers economically optimal guidelines specific to their individual cows suffering from different types of CM.</description><identifier>ISSN: 0022-0302</identifier><identifier>EISSN: 1525-3198</identifier><identifier>DOI: 10.3168/jds.2010-4123</identifier><identifier>PMID: 21854920</identifier><identifier>CODEN: JDSCAE</identifier><language>eng</language><publisher>New York, NY: Elsevier Inc</publisher><subject>Animal productions ; Animals ; Anti-Bacterial Agents - economics ; Anti-Bacterial Agents - therapeutic use ; Biological and medical sciences ; Cattle ; cost estimates ; Costs and Cost Analysis - economics ; dairy cows ; Dairying - economics ; Dairying - methods ; decision making ; dynamic programming ; farmers ; Female ; Food industries ; Fundamental and applied biological sciences. Psychology ; gram-negative ; Gram-negative bacteria ; Gram-Negative Bacterial Infections - economics ; Gram-Negative Bacterial Infections - veterinary ; gram-positive ; Gram-positive bacteria ; Gram-Positive Bacterial Infections - economics ; Gram-Positive Bacterial Infections - veterinary ; guidelines ; Lactation ; Markov Chains ; mastitis ; Mastitis, Bovine - drug therapy ; Mastitis, Bovine - economics ; Mastitis, Bovine - microbiology ; Milk ; Milk and cheese industries. Ice creams ; Models, Economic ; Pregnancy ; pregnancy rate ; production costs ; profitability ; simulation models ; Terrestrial animal productions ; Vertebrates</subject><ispartof>Journal of dairy science, 2011-09, Vol.94 (9), p.4476-4487</ispartof><rights>2011 American Dairy Science Association</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2011 American Dairy Science Association. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c499t-2f8415802e813f8fa6f674dd805b31fbf5d94da51e030f33dd3883b14813b7de3</citedby><cites>FETCH-LOGICAL-c499t-2f8415802e813f8fa6f674dd805b31fbf5d94da51e030f33dd3883b14813b7de3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022030211004590$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24441435$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21854920$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cha, E.</creatorcontrib><creatorcontrib>Bar, D.</creatorcontrib><creatorcontrib>Hertl, J.A.</creatorcontrib><creatorcontrib>Tauer, L.W.</creatorcontrib><creatorcontrib>Bennett, G.</creatorcontrib><creatorcontrib>González, R.N.</creatorcontrib><creatorcontrib>Schukken, Y.H.</creatorcontrib><creatorcontrib>Welcome, F.L.</creatorcontrib><creatorcontrib>Gröhn, Y.T.</creatorcontrib><title>The cost and management of different types of clinical mastitis in dairy cows estimated by dynamic programming</title><title>Journal of dairy science</title><addtitle>J Dairy Sci</addtitle><description>The objective of this study was to estimate the cost of 3 different types of clinical mastitis (CM) (caused by gram-positive bacteria, gram-negative bacteria, and other organisms) at the individual cow level and thereby identify the economically optimal management decision for each type of mastitis. We made modifications to an existing dynamic optimization and simulation model, studying the effects of various factors (incidence of CM, milk loss, pregnancy rate, and treatment cost) on the cost of different types of CM. The average costs per case (US$) of gram-positive, gram-negative, and other CM were $133.73, $211.03, and $95.31, respectively. This model provided a more informed decision-making process in CM management for optimal economic profitability and determined that 93.1% of gram-positive CM cases, 93.1% of gram-negative CM cases, and 94.6% of other CM cases should be treated. The main contributor to the total cost per case was treatment cost for gram-positive CM (51.5% of the total cost per case), milk loss for gram-negative CM (72.4%), and treatment cost for other CM (49.2%). The model affords versatility as it allows for parameters such as production costs, economic values, and disease frequencies to be altered. Therefore, cost estimates are the direct outcome of the farm-specific parameters entered into the model. Thus, this model can provide farmers economically optimal guidelines specific to their individual cows suffering from different types of CM.</description><subject>Animal productions</subject><subject>Animals</subject><subject>Anti-Bacterial Agents - economics</subject><subject>Anti-Bacterial Agents - therapeutic use</subject><subject>Biological and medical sciences</subject><subject>Cattle</subject><subject>cost estimates</subject><subject>Costs and Cost Analysis - economics</subject><subject>dairy cows</subject><subject>Dairying - economics</subject><subject>Dairying - methods</subject><subject>decision making</subject><subject>dynamic programming</subject><subject>farmers</subject><subject>Female</subject><subject>Food industries</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>gram-negative</subject><subject>Gram-negative bacteria</subject><subject>Gram-Negative Bacterial Infections - economics</subject><subject>Gram-Negative Bacterial Infections - veterinary</subject><subject>gram-positive</subject><subject>Gram-positive bacteria</subject><subject>Gram-Positive Bacterial Infections - economics</subject><subject>Gram-Positive Bacterial Infections - veterinary</subject><subject>guidelines</subject><subject>Lactation</subject><subject>Markov Chains</subject><subject>mastitis</subject><subject>Mastitis, Bovine - drug therapy</subject><subject>Mastitis, Bovine - economics</subject><subject>Mastitis, Bovine - microbiology</subject><subject>Milk</subject><subject>Milk and cheese industries. Ice creams</subject><subject>Models, Economic</subject><subject>Pregnancy</subject><subject>pregnancy rate</subject><subject>production costs</subject><subject>profitability</subject><subject>simulation models</subject><subject>Terrestrial animal productions</subject><subject>Vertebrates</subject><issn>0022-0302</issn><issn>1525-3198</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kT1vFDEQhi0URC6BkhbcoFQb_HnnLaMoJEiRKEhqy2uPD0e73sPeS7T_nlndAVUqa0aP3pl5TMhHzi4lX5uvT6FeCsZZo7iQb8iKa6EbyVtzQlaMCdEwycQpOav1CUsumH5HTgU3WrWCrUh--AXUj3WiLgc6uOy2MECe6BhpSDFCWYpp3kFdWr5POXnXI1mnNKVKU6bBpTJjyEulgN3BTRBoN9MwZzckT3dl3BY3DClv35O30fUVPhzfc_L47ebh-q65_3H7_frqvvGqbadGRKO4NkyA4TKa6NZxvVEhGKY7yWMXdWhVcJoDXhelDEEaIzuuEO82AeQ5uTjk4uzfe9zKDql66HuXYdxXa4wyaq2lQbI5kL6MtRaIdlfwhDJbzuxi2KJhuxi2i2HkPx2T990A4R_9VykCX46Aq2gqFpd9qv85pRRXUiP3-cBFN1q3Lcg8_sQ5muE_bbTiSGwOBKCp5wTFVp8gewipgJ9sGNMrS_4BewSgbg</recordid><startdate>20110901</startdate><enddate>20110901</enddate><creator>Cha, E.</creator><creator>Bar, D.</creator><creator>Hertl, J.A.</creator><creator>Tauer, L.W.</creator><creator>Bennett, G.</creator><creator>González, R.N.</creator><creator>Schukken, Y.H.</creator><creator>Welcome, F.L.</creator><creator>Gröhn, Y.T.</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><scope>FBQ</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20110901</creationdate><title>The cost and management of different types of clinical mastitis in dairy cows estimated by dynamic programming</title><author>Cha, E. ; Bar, D. ; Hertl, J.A. ; Tauer, L.W. ; Bennett, G. ; González, R.N. ; Schukken, Y.H. ; Welcome, F.L. ; Gröhn, Y.T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c499t-2f8415802e813f8fa6f674dd805b31fbf5d94da51e030f33dd3883b14813b7de3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Animal productions</topic><topic>Animals</topic><topic>Anti-Bacterial Agents - economics</topic><topic>Anti-Bacterial Agents - therapeutic use</topic><topic>Biological and medical sciences</topic><topic>Cattle</topic><topic>cost estimates</topic><topic>Costs and Cost Analysis - economics</topic><topic>dairy cows</topic><topic>Dairying - economics</topic><topic>Dairying - methods</topic><topic>decision making</topic><topic>dynamic programming</topic><topic>farmers</topic><topic>Female</topic><topic>Food industries</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>gram-negative</topic><topic>Gram-negative bacteria</topic><topic>Gram-Negative Bacterial Infections - economics</topic><topic>Gram-Negative Bacterial Infections - veterinary</topic><topic>gram-positive</topic><topic>Gram-positive bacteria</topic><topic>Gram-Positive Bacterial Infections - economics</topic><topic>Gram-Positive Bacterial Infections - veterinary</topic><topic>guidelines</topic><topic>Lactation</topic><topic>Markov Chains</topic><topic>mastitis</topic><topic>Mastitis, Bovine - drug therapy</topic><topic>Mastitis, Bovine - economics</topic><topic>Mastitis, Bovine - microbiology</topic><topic>Milk</topic><topic>Milk and cheese industries. Ice creams</topic><topic>Models, Economic</topic><topic>Pregnancy</topic><topic>pregnancy rate</topic><topic>production costs</topic><topic>profitability</topic><topic>simulation models</topic><topic>Terrestrial animal productions</topic><topic>Vertebrates</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cha, E.</creatorcontrib><creatorcontrib>Bar, D.</creatorcontrib><creatorcontrib>Hertl, J.A.</creatorcontrib><creatorcontrib>Tauer, L.W.</creatorcontrib><creatorcontrib>Bennett, G.</creatorcontrib><creatorcontrib>González, R.N.</creatorcontrib><creatorcontrib>Schukken, Y.H.</creatorcontrib><creatorcontrib>Welcome, F.L.</creatorcontrib><creatorcontrib>Gröhn, Y.T.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>AGRIS</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of dairy science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cha, E.</au><au>Bar, D.</au><au>Hertl, J.A.</au><au>Tauer, L.W.</au><au>Bennett, G.</au><au>González, R.N.</au><au>Schukken, Y.H.</au><au>Welcome, F.L.</au><au>Gröhn, Y.T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The cost and management of different types of clinical mastitis in dairy cows estimated by dynamic programming</atitle><jtitle>Journal of dairy science</jtitle><addtitle>J Dairy Sci</addtitle><date>2011-09-01</date><risdate>2011</risdate><volume>94</volume><issue>9</issue><spage>4476</spage><epage>4487</epage><pages>4476-4487</pages><issn>0022-0302</issn><eissn>1525-3198</eissn><coden>JDSCAE</coden><abstract>The objective of this study was to estimate the cost of 3 different types of clinical mastitis (CM) (caused by gram-positive bacteria, gram-negative bacteria, and other organisms) at the individual cow level and thereby identify the economically optimal management decision for each type of mastitis. We made modifications to an existing dynamic optimization and simulation model, studying the effects of various factors (incidence of CM, milk loss, pregnancy rate, and treatment cost) on the cost of different types of CM. The average costs per case (US$) of gram-positive, gram-negative, and other CM were $133.73, $211.03, and $95.31, respectively. This model provided a more informed decision-making process in CM management for optimal economic profitability and determined that 93.1% of gram-positive CM cases, 93.1% of gram-negative CM cases, and 94.6% of other CM cases should be treated. The main contributor to the total cost per case was treatment cost for gram-positive CM (51.5% of the total cost per case), milk loss for gram-negative CM (72.4%), and treatment cost for other CM (49.2%). The model affords versatility as it allows for parameters such as production costs, economic values, and disease frequencies to be altered. Therefore, cost estimates are the direct outcome of the farm-specific parameters entered into the model. Thus, this model can provide farmers economically optimal guidelines specific to their individual cows suffering from different types of CM.</abstract><cop>New York, NY</cop><pub>Elsevier Inc</pub><pmid>21854920</pmid><doi>10.3168/jds.2010-4123</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animal productions Animals Anti-Bacterial Agents - economics Anti-Bacterial Agents - therapeutic use Biological and medical sciences Cattle cost estimates Costs and Cost Analysis - economics dairy cows Dairying - economics Dairying - methods decision making dynamic programming farmers Female Food industries Fundamental and applied biological sciences. Psychology gram-negative Gram-negative bacteria Gram-Negative Bacterial Infections - economics Gram-Negative Bacterial Infections - veterinary gram-positive Gram-positive bacteria Gram-Positive Bacterial Infections - economics Gram-Positive Bacterial Infections - veterinary guidelines Lactation Markov Chains mastitis Mastitis, Bovine - drug therapy Mastitis, Bovine - economics Mastitis, Bovine - microbiology Milk Milk and cheese industries. Ice creams Models, Economic Pregnancy pregnancy rate production costs profitability simulation models Terrestrial animal productions Vertebrates |
title | The cost and management of different types of clinical mastitis in dairy cows estimated by dynamic programming |
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